mirror of
https://github.com/aljazceru/dev-gpt.git
synced 2025-12-21 07:34:20 +01:00
feat: new structure
This commit is contained in:
258
src/apis/jina_cloud.py
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258
src/apis/jina_cloud.py
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import hashlib
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import json
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import os
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import re
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import subprocess
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import threading
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import webbrowser
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from pathlib import Path
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import click
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import hubble
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from hubble.executor.helper import upload_file, archive_package, get_request_header
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from jcloud.flow import CloudFlow
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from jina import Flow
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from src.utils.io import suppress_stdout, is_docker_running
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from src.utils.string_tools import print_colored
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import requests
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import time
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def wait_until_app_is_ready(url):
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is_app_ready = False
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while not is_app_ready:
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try:
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response = requests.get(url)
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print('waiting for app to be ready...')
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if response.status_code == 200:
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is_app_ready = True
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except requests.exceptions.RequestException:
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pass
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time.sleep(0.5)
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def open_streamlit_app():
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url = "http://localhost:8081/playground"
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wait_until_app_is_ready(url)
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webbrowser.open(url, new=2)
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def redirect_callback(href):
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print(
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f'You need login to Jina first to use GPTDeploy\n'
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f'Please open this link if it does not open automatically in your browser: {href}'
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)
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webbrowser.open(href, new=0, autoraise=True)
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def jina_auth_login():
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try:
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hubble.Client(jsonify=True).get_user_info(log_error=False)
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except hubble.AuthenticationRequiredError:
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print('You need login to Jina first to use GPTDeploy')
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print_colored('', '''
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If you just created an account, it can happen that the login callback is not working.
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In this case, please cancel this run, rerun your gptdeploy command and login into your account again.
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''', 'green'
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)
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hubble.login(prompt='login', redirect_callback=redirect_callback)
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def push_executor(dir_path):
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dir_path = Path(dir_path)
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md5_hash = hashlib.md5()
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bytesio = archive_package(dir_path)
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content = bytesio.getvalue()
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md5_hash.update(content)
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md5_digest = md5_hash.hexdigest()
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form_data = {
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'public': 'True',
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'private': 'False',
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'verbose': 'True',
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'md5sum': md5_digest,
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}
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with suppress_stdout():
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req_header = get_request_header()
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resp = upload_file(
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'https://api.hubble.jina.ai/v2/rpc/executor.push',
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'filename',
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content,
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dict_data=form_data,
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headers=req_header,
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stream=False,
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method='post',
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)
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json_lines_str = resp.content.decode('utf-8')
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if 'exited on non-zero code' not in json_lines_str:
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return ''
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responses = []
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for json_line in json_lines_str.splitlines():
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if 'exit code:' in json_line:
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break
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d = json.loads(json_line)
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if 'payload' in d and type(d['payload']) == str:
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responses.append(d['payload'])
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elif type(d) == str:
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responses.append(d)
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return '\n'.join(responses)
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def get_user_name():
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client = hubble.Client(max_retries=None, jsonify=True)
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response = client.get_user_info()
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return response['data']['name']
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def _deploy_on_jcloud(flow_yaml):
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cloud_flow = CloudFlow(path=flow_yaml)
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return cloud_flow.__enter__().endpoints['gateway']
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def deploy_on_jcloud(executor_name, microservice_path):
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print('Deploy a jina flow')
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full_flow_path = create_flow_yaml(microservice_path, executor_name, use_docker=True)
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for i in range(3):
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try:
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host = _deploy_on_jcloud(flow_yaml=full_flow_path)
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break
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except Exception as e:
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print(f'Could not deploy on Jina Cloud. Trying again in 5 seconds. Error: {e}')
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time.sleep(5)
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if i == 2:
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raise Exception('''
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Could not deploy on Jina Cloud.
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This can happen when the microservice is buggy, if it requires too much memory or if the Jina Cloud is overloaded.
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Please try again later.
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'''
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)
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print(f'''
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Your Microservice is deployed.
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Run the following command to start the playground:
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streamlit run {os.path.join(microservice_path, "app.py")} --server.port 8081 --server.address 0.0.0.0 -- --host http://{host}
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'''
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)
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return host
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def run_streamlit_app(app_path):
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subprocess.run(['streamlit', 'run', app_path, 'server.address', '0.0.0.0', '--server.port', '8081', '--', '--host', 'grpc://localhost:8080'])
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def run_locally(executor_name, microservice_version_path):
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if is_docker_running():
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use_docker = True
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else:
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click.echo('Docker daemon doesn\'t seem to be running. Trying to start it without docker')
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use_docker = False
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print('Run a jina flow locally')
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full_flow_path = create_flow_yaml(microservice_version_path, executor_name, use_docker)
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flow = Flow.load_config(full_flow_path)
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with flow:
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print(f'''
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Your microservice started locally.
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We now start the playground for you.
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''')
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app_path = os.path.join(microservice_version_path, "app.py")
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# Run the Streamlit app in a separate thread
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streamlit_thread = threading.Thread(target=run_streamlit_app, args=(app_path,))
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streamlit_thread.start()
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# Open the Streamlit app in the user's default web browser
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open_streamlit_app()
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flow.block()
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def create_flow_yaml(dest_folder, executor_name, use_docker):
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if use_docker:
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prefix = 'jinaai+docker'
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else:
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prefix = 'jinaai'
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flow = f'''
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jtype: Flow
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with:
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name: nowapi
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port: 8080
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jcloud:
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version: 3.14.2.dev18
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labels:
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creator: microchain
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name: gptdeploy
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executors:
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- name: {executor_name.lower()}
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uses: {prefix }://{get_user_name()}/{executor_name}:latest
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{"" if use_docker else "install-requirements: True"}
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jcloud:
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resources:
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instance: C2
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capacity: spot
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'''
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full_flow_path = os.path.join(dest_folder,
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'flow.yml')
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with open(full_flow_path, 'w') as f:
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f.write(flow)
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return full_flow_path
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def replace_client_line(file_content: str, replacement: str) -> str:
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lines = file_content.split('\n')
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for index, line in enumerate(lines):
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if 'Client(' in line:
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lines[index] = replacement
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break
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return '\n'.join(lines)
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def update_client_line_in_file(file_path, host):
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with open(file_path, 'r') as file:
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content = file.read()
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replaced_content = replace_client_line(content, f"client = Client(host='{host}')")
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with open(file_path, 'w') as file:
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file.write(replaced_content)
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def process_error_message(error_message):
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lines = error_message.split('\n')
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relevant_lines = []
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pattern = re.compile(r"^#\d+ \[[ \d]+/[ \d]+\]") # Pattern to match lines like "#11 [7/8]"
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last_matching_line_index = None
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for index, line in enumerate(lines):
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if pattern.match(line):
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last_matching_line_index = index
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if last_matching_line_index is not None:
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relevant_lines = lines[last_matching_line_index:]
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return '\n'.join(relevant_lines[-25:])
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def build_docker(path):
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# The command to build the Docker image
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cmd = f"docker build -t micromagic {path}"
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# Run the command and capture the output
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process = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True)
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stdout, stderr = process.communicate()
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# Check if there was an error
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if process.returncode != 0:
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error_message = stderr.decode("utf-8")
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relevant_error_message = process_error_message(error_message)
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return relevant_error_message
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else:
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print("Docker build completed successfully.")
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return ''
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